• DocumentCode
    581977
  • Title

    Multi-objective robust control of flexible-link manipulators based on fuzzy singularly perturbed model with multiple perturbation parameters

  • Author

    Yuan, Yuan ; Fuchun, Sun ; Huaping, Liu ; Qinyi, Wang

  • Author_Institution
    Comput. Sci. Dept. & Technol., Tsinghua Univ., Beijing, China
  • fYear
    2012
  • fDate
    25-27 July 2012
  • Firstpage
    2613
  • Lastpage
    2617
  • Abstract
    In this paper, we propose a fuzzy singularly perturbed model with multiple perturbation parameters to approximate the model of flexible-link manipulators. Because of the calculation stiffness in dealing with such a multiple time scale system, singular perturbed strategy is used in the control of flexible-link manipulators, which take more advantages than rigid-link manipulators. To approximate the nonlinear multi-time scale system more precisely, a fuzzy singularly perturbed model with multiple perturbation parameters is adopted, which is an extension of the one with a single perturbation parameter. In the framework of this model, a multi-objective robust controller is developed and its parameter independent solution is derived in the form of linear matrix inequalities. Some simulation results are given to show the effectiveness of the proposed approach using in the control of flexible-link manipulators.
  • Keywords
    approximation theory; control system synthesis; elastic constants; flexible manipulators; fuzzy control; linear matrix inequalities; nonlinear control systems; robust control; singularly perturbed systems; flexible-link manipulator model approximation; fuzzy singularly perturbed model; linear matrix inequalities; multiobjective robust controller development; multiple perturbation parameters; nonlinear multitime scale system approximation; parameter independent solution; stiffness calculation; Bismuth; Computational modeling; Linear matrix inequalities; Manipulators; Robust control; Robustness; Support vector machine classification; Fuzzy singularly perturbed model (FSPM); flexible-link manipulator; multi-objective robust control; multiple perturbation parameters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2012 31st Chinese
  • Conference_Location
    Hefei
  • ISSN
    1934-1768
  • Print_ISBN
    978-1-4673-2581-3
  • Type

    conf

  • Filename
    6390366